Mitchell Yuwono
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Year
Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine
H Candra, M Yuwono, R Chai, A Handojoseno, I Elamvazuthi, HT Nguyen, ...
2015 37th Annual international conference of the IEEE Engineering in …, 2015
912015
Unsupervised machine-learning method for improving the performance of ambulatory fall-detection systems
M Yuwono, BD Moulton, SW Su, BG Celler, HT Nguyen
Biomedical engineering online 11 (1), 1-11, 2012
902012
Automatic bearing fault diagnosis using particle swarm clustering and Hidden Markov Model
M Yuwono, Y Qin, J Zhou, Y Guo, BG Celler, SW Su
Engineering Applications of Artificial Intelligence 47, 88-100, 2016
572016
Data clustering using variants of rapid centroid estimation
M Yuwono, SW Su, BD Moulton, HT Nguyen
IEEE Transactions on Evolutionary Computation 18 (3), 366-377, 2013
452013
Unsupervised feature selection using swarm intelligence and consensus clustering for automatic fault detection and diagnosis in heating ventilation and air conditioning systems
M Yuwono, Y Guo, J Wall, J Li, S West, G Platt, SW Su
Applied Soft Computing 34, 402-425, 2015
382015
Recognizing emotions from EEG subbands using wavelet analysis
H Candra, M Yuwono, A Handojoseno, R Chai, S Su, HT Nguyen
2015 37th annual international conference of the IEEE engineering in …, 2015
342015
Unsupervised nonparametric method for gait analysis using a waist-worn inertial sensor
M Yuwono, SW Su, Y Guo, BD Moulton, HT Nguyen
Applied Soft Computing 14, 72-80, 2014
282014
Fall detection using a Gaussian distribution of clustered knowledge, augmented radial basis neural-network, and multilayer perceptron
M Yuwono, SW Su, B Moulton
7th International Conference on Broadband Communications and Biomedical …, 2011
212011
EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal mutual information method
H Candra, M Yuwono, R Chai, HT Nguyen, S Su
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
182017
Optimization strategies for rapid centroid estimation
M Yuwono, SW Su, BD Moulton, HT Nguyen
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
152012
Fast unsupervised learning method for rapid estimation of cluster centroids
M Yuwono, SW Su, B Moulton, H Nguyen
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
142012
Classification of facial-emotion expression in the application of psychotherapy using Viola-Jones and Edge-Histogram of Oriented Gradient
H Candra, M Yuwono, R Chai, HT Nguyen, S Su
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
132016
Method for increasing the computation speed of an unsupervised learning approach for data clustering
M Yuwono, SW Su, B Moulton, H Nguyen
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
132012
An algorithm for scalable clustering: Ensemble rapid centroid estimation
M Yuwono, SW Su, BD Moulton, Y Guo, HT Nguyen
2014 IEEE Congress on Evolutionary Computation (CEC), 1250-1257, 2014
122014
Gait cycle spectrogram analysis using a torso-attached inertial sensor
M Yuwono, SW Su, BD Moulton, HT Nguyen
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
112012
Optimization of head movement recognition using augmented radial basis function neural network
M Yuwono, AMA Handojoseno, HT Nguyen
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
112011
Fault detection of rolling bearing based on FFT and classification
J Zhou, Y Qin, L Kou, M Yuwono, S Su
Journal of Advanced Mechanical Design, Systems, and Manufacturing 9 (5 …, 2015
102015
Unsupervised segmentation of heel-strike IMU data using rapid cluster estimation of wavelet features
M Yuwono, SW Su, BD Moulton, HT Nguyen
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
82013
A data-driven meat freshness monitoring and evaluation method using rapid centroid estimation and hidden Markov models
T Liu, W Zhang, M Yuwono, M Zhang, M Ueland, SL Forbes, SW Su
Sensors and Actuators B: Chemical 311, 127868, 2020
52020
Gait episode identification based on wavelet feature clustering of spectrogram images
M Yuwono, SW Su, BD Moulton, HT Nguyen
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
52012
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Articles 1–20